change in net operating assets
⚠ weakeneddNoaInvestment· Accounting data
12-month growth in Net Operating Assets scaled by lagged total assets (at). Net Operating assets are operating assets minus operating liabilities. Operating assets are total assets (at) minus cash- and short-term investments (che), operating liabilities are total assets minus long-term debt (dltt), minority interest (mib), deferred charges (dlc), book equity (ceq) and preferred stock (pstk), all items (except at and ceq) replaced with 0 if missing.
IS Sharpe (1962–2003)
1.366
+12.3% p.a.
OOS Sharpe (2004–2024)
0.351
+2.3% p.a.
Sharpe decay
+74.3%
(IS − OOS) / |IS|
IS vol
9.0%
annualized
Cumulative return (last 40 years, monthly)
+3654%1984-012024-12
Publication details
AuthorsHirshleifer, Hou, Teoh, Zhang
PaperHirshleifer, Hou, Teoh, Zhang (2004)
JournalJournal of Accounting and Economics
Publication year2004
Original sample1964–2002
IS T-statistic8.85
More Investment anomalies
Asset growth+0.61Growth in book equity+0.55Inventory Growth+0.48change in ppe and inv/assets+0.44Change in long-term investment+0.36Brand capital investment-0.30
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